Distributed Representation of n-gram Statistics for Boosting Self-organizing Maps with Hyperdimensional Computing.
Denis KleykoEvgeny OsipovDaswin De SilvaUrban WiklundValeriy VyatkinDamminda AlahakoonPublished in: Ershov Informatics Conference (2019)
Keyphrases
- n gram
- self organizing maps
- language model
- neural network
- competitive learning
- bag of words
- neural gas
- language modeling
- input data
- variable length
- language independent
- text classification
- k means
- unsupervised learning
- language modelling
- character n grams
- network anomaly detection
- information retrieval
- word segmentation
- image data
- pairwise
- data analysis
- pattern recognition
- high dimensional input data